The September 2020 security update from Microsoft includes a fix for a kernel information leak vulnerability (CVE-2020-16854) that was reported by us in May 2020. This blog post discusses the vulnerability.
Overview
If the Intel Last Branch Record processor feature is available, an attacker running user mode code with low integrity may leak the address of the kernel and thus bypass kernel address space layout randomisation (KASLR). Such an information disclosure can be used to assist the exploitation of a kernel mode vulnerability, for example during a sandbox escape.
Branch Tracing
Intel CPU's provide several mechanisms for tracing the control flow transfer instructions executed by the processor. Two of these features are of interest, specifically single stepping on branching and last branch records. These features are exposed through the IA32_DEBUGCTL model specific register (MSR). Last branch records (LBR) are exposed through bit 0 of the IA32_DEBUGCTL MSR and when set will cause the processor to record recent branches, interrupts and exceptions taken by the processor. Single stepping on branching (known as BTF) is exposed through bit 1 of the IA32_DEBUGCTL MSR and when set will cause the processor to treat the Trap Flag (TF) of the EFLAGS register as single step on branch instructions rather than the default TF behaviour which is single step on all instructions. For more information, see the section 17.4.1 in the “Intel® 64 and IA-32 Architectures Software Developer's Manual Volume 3B: System Programming Guide, Part 2”
Therefore by setting the LBR and BTF bits in the IA32_DEBUGCTL MSR in conjunction with the TF flag in the EFLAGS register, the processor will issue a debug exception for every branch, interrupt or exception taken and a record of the source and destination of the branch will be recorded in the LBR stack and available for inspection.
Branch Tracing on Windows
As it is not possible for user mode code to access MSR’s, the Windows kernel exposes the above branch tracing features to user mode through an undocumented mechanism whereby the LBR and BTF bits in the IA32_DEBUGCTL MSR are effectively proxied through the DR7 register. Specifically setting bit 8 in DR7 will cause the kernel to set the LBR bit in the IA32_DEBUGCTL MSR and setting bit 9 in DR7 will cause the kernel to set the BTF bit in the IA32_DEBUGCTL MSR. This allows user mode code to enable both single step on branching and last branch records. The kernel will make available the last branch source and destination pointers held in the LBR stack via the LastBranchFromRip and LastBranchToRip members of a threads CONTEXT structure.
To avoid leaking branch records containing kernel mode pointers back into user mode code, the kernel will sanitise the last branch pointers copied over to a CONTEXT structure. This occurs in nt!KeCopyLastBranchInformation:
void __cdecl
KeCopyLastBranchInformation(__int64 p1, __int64 p2)
{
// ...
*(p1 + 1200) = *(p2 + 280); // LastBranchToRip
*(p1 + 1208) = *(p2 + 280); // LastBranchFromRip
*(p1 + 1216) = *(p2 + 296); // LastExceptionToRip
*(p1 + 1224) = *(p2 + 296); // LastExceptionFromRip
if ((unsigned char)(*(p2 + 368) & 0x1) != 0) {
idx = 4;
p_ptrval = p1 + 1200; // get the &ctx.LastBranchToRip
while (1) {
// Is the pointer a kernel address?
if ((*p_ptrval &
0x7FFFFFFFFFFFFFFF) > 0x7FFFFFFEFFFF) {
*p_ptrval = 0; // NULL out the kernel address
}
if (idx == 1) {
return;
}
idx -= 1;// loop 4 times
(unsigned char*)p_ptrval += 8; // advance to next
pointer...
}
}
// ...
}
The Bug
While the above is effective to prevent kernel mode pointers leaking back into user mode code, the kernel has a second mechanism to provide last branch record information to user mode – via the exception parameters of an EXCEPTION_RECORD structure. The function nt!KiDebugTrapOrFault will issue the STATUS_SINGLE_STEP exception when the processor generates a debug exception. If the BTF bit and the LBR bit in DR7 have been set then KiDebugTrapOrFault will copy over the last branch records source and destination pointers over to the first two entries in the exception records ExceptionInformation array, as shown in the disassembly below.
![](data:image/png;base64,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)
These pointers are not sanitised in the same way that nt!KeCopyLastBranchInformation will sanitise the last branch pointers. The failure to sanitise these two values (R9 and R10 above) can therefore leak kernel mode pointers back to user mode; for example, when a user mode process performs a system call, the system call will return from kernel mode back to user mode via a sysret instruction. The user mode process will receive a single step exception after the sysret is executed and the exception record will expose the last branch source pointer being that of the location of the sysret from ntoskrnl.
Proof of Concept
A proof of concept (PoC) program to demonstrate the issue is available
here. Below we can see how running the PoC leaks the address of the ntoskrnl image in kernel memory.
We can observe from the PoC that the last branch from pointer held in the CONTEXT structure has been nulled out to prevent the kernel pointer leaking, however the last branch from pointer held in the ExceptionRecord is available and leaks the kernel pointer.
Disassembling ntoskrnl.exe (Via
Relyze Desktop of course!) shows the location we have leaked is that of the sysret instruction which was used by the kernel to return to user mode process after receiving a system call from that process.
Note #1: Some Intel processors will not provide either user or kernel pointers in the last branch records, as seen below. It is unclear if all CPU family's support the required last branch from/to MSR's, looking at volume 3 of the Intel software dev manual, section 35 omits these MSR for some family's, and some family's are not present in the tables.
Note #2: A hypervisor may choose to prevent the Intel performance monitoring features being made available in a guest system. If the LBR processor feature is not available to the guest OS then an attacker cannot leverage LBR to leak a kernel address. By default, Hyper-V will disable LBR in a guest. The Windows 10 Sandbox feature will allow LBR in its OS instance. A guide on how Hyper-V handles Intel performance monitoring is available
here. It is unknown how other hypervisors handle LBR.
The Patch
By diffing the ntoskrnl from the September 2020 patch we can quickly examine the fix applied to nt!KiDebugTrapOrFault which resolves the issue described in this blog post.
The LastBranchFromRip and LastBranchToRip are compared against nt!MmUserProbeAddress (Which has a value of 0x7FFFFFFF0000 on x64) and if the last branch pointers are above this value they are changed to be the MmUserProbeAddress value instead, preventing a kernel address leaking back to user mode.
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